We have correlated bivariate uniform distribution, where X and Y have a correlation coefficient $\rho$ and they uniformly distributed in the following rectangle. What is the mutual information of $X$ and $Y$?

Note that this shape is obtained by transforming the bivariate uniform distribution which $X_1$, $Y_1$ are uniformly distributed in the $[0,1]^2$.
The transformation is as follows: